Stages: Staging, Production, Archived
Promote models through lifecycle stages safely.
Why Stages Exist
A version number alone does not say which model is live. Stages add a label that tells everyone where each version sits in its lifecycle. 🚦
The Stage Names
MLflow gives each version one of four stages: None, Staging, Production, or Archived. A fresh version starts at None until you move it.
All lessons in this course
- Register Your First Model Version
- Stages: Staging, Production, Archived
- Add Tags and Descriptions to Models
- Load a Model Back by Name and Stage